Machine Learning Engineer - Mapping
仕事内容
Design, train, and deploy machine learning models to automate the creation of high-resolution maps for autonomous driving.
Apply and advance state-of-the-art ML techniques, including vision-language models and generative AI, to pioneer mapping automation.
Own the full model development lifecycle—from data mining and preprocessing to training, evaluation, and productionization.
Collaborate with partner ML teams to translate research into scalable, reliable, production-grade solutions.
4+ years of hands-on ML experience with strengths in computer vision or deep learning and proficiency in PyTorch, TensorFlow, or JAX.
Demonstrate end-to-end ownership, cross-functional collaboration, and a proven ability to deliver results in a fast-paced environment.
Apply and advance state-of-the-art ML techniques, including vision-language models and generative AI, to pioneer mapping automation.
Own the full model development lifecycle—from data mining and preprocessing to training, evaluation, and productionization.
Collaborate with partner ML teams to translate research into scalable, reliable, production-grade solutions.
4+ years of hands-on ML experience with strengths in computer vision or deep learning and proficiency in PyTorch, TensorFlow, or JAX.
Demonstrate end-to-end ownership, cross-functional collaboration, and a proven ability to deliver results in a fast-paced environment.
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